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rmarquet21/README.md

Robin Marquet

Founder & CTO @ Hirify | Machine Learning Engineer | Full-Stack Developer

Building the future of intelligent recruitment technology

About Me

I'm a 25-year-old entrepreneur and engineer passionate about revolutionizing the HR tech landscape through AI innovation. As Founder & CTO of Hirify, I'm building an intelligent recruitment platform that transforms interview processes into strategic hiring decisions. Recently returned from an enriching year-long journey through Eastern Europe, I bring a global perspective to technology and innovation.

Current Venture

Founder & CTO @ Hirify

May 2024 - Present | Lyon, France

Building a modular AI-powered SaaS platform that revolutionizes recruitment processes:

  • 🎀 Smart Interview Transcription: Developing advanced NLP systems with 95%+ accuracy for real-time interview transcription and analysis
  • πŸ“Š Standardized Evaluation Engine: Creating intelligent assessment frameworks that eliminate hiring bias and improve decision quality
  • 🧠 Adaptive Interview Guides: Building dynamic interview systems that adapt to candidate responses and role requirements
  • ⚑ MLOps Pipeline: Architecting scalable ML infrastructure for training and deploying Speech-to-Text models

Key Achievements:

  • Built and leading a lean tech team within Teamwork Cellule Innovation startup studio
  • Partnering with HR experts and recruitment agencies for domain expertise
  • Developing proprietary audio annotation tools for STT model training

Tech Stack: Python, FastAPI, Vue.js/Nuxt.js, PostgreSQL, Docker, TensorFlow, PyTorch, NLP/STT technologies

Previous Experience

Machine Learning Engineer & Full-Stack Developer @ ReportLinker.com

April 2022 - November 2024 | Lyon, France

  • AI Research & Development: Led groundbreaking research on Large Language Models (LLMs) for automated news summarization and content intelligence
  • Production ML Systems: Deployed NER, classification, and coreference resolution models serving thousands of daily requests
  • SaaS Architecture: Built comprehensive data search solutions with Vue.js and Express.js
  • ML Pipeline Engineering: Designed automated training pipelines reducing deployment time by 40%

Full-Stack Developer @ Stackeo

September 2020 - March 2022 | Lyon, France

  • IoT Platform Development: Architected complete SaaS solution for IoT fleet management handling 10,000+ connected devices
  • Frontend Leadership: Led React and TypeScript development for complex data visualization dashboards
  • System Architecture: Built robust backend systems with Python and Flask ensuring 99.9% uptime
  • Team Leadership: Implemented Agile methodologies improving team velocity by 30%

Education

Master's Degree in Computer Science - Machine Learning Specialization
Epitech, 2023

Relevant Coursework: Deep Learning, Natural Language Processing, Computer Vision, Reinforcement Learning

Technical Expertise

Artificial Intelligence & ML

Speech Recognition β€’ Natural Language Processing β€’ Deep Learning
TensorFlow β€’ PyTorch β€’ scikit-learn β€’ Transformers β€’ spaCy
MLOps β€’ Model Deployment β€’ Audio Processing β€’ STT/ASR

Full-Stack Development

Frontend: Vue.js β€’ Nuxt.js β€’ React.js β€’ TypeScript β€’ HTML5 β€’ CSS3
Backend: Python β€’ FastAPI β€’ Flask β€’ Node.js β€’ Express.js
Databases: PostgreSQL β€’ MongoDB β€’ SQLite

DevOps & Infrastructure

Docker β€’ CI/CD β€’ Git β€’ Cloud Platforms β€’ Microservices
API Design β€’ Agile Methodologies β€’ System Architecture

Featured Projects

πŸš€ Hirify Platform

AI-powered recruitment SaaS transforming interview processes into strategic hiring decisions

  • Innovation: Modular architecture with transcription, evaluation, and guidance systems
  • Impact: Saving 2-3 hours per interview while improving hiring quality
  • Scale: Designed for enterprise recruitment teams with real-time processing

πŸŽ™οΈ Audio Annotation Lab

Professional-grade tools for creating high-quality Speech-to-Text training datasets

  • Tech Stack: Python, FastAPI, VueJs, Audio Processing Libraries
  • Purpose: Enabling precise STT model training with time-aligned transcriptions
  • Features: Multi-tier annotation, quality control, dataset export compatibility

πŸ” Intelligent Search Platform (ReportLinker)

Advanced SaaS combining traditional search with AI-powered semantic understanding

  • Achievement: 60% improvement in search relevance through vector databases
  • Tech Stack: Vue.js, Express.js, Python, QDrant, NLP models

πŸ“‘ IoT Fleet Management (Stackeo)

Real-time monitoring system for distributed IoT devices

  • Scale: Successfully managing 10,000+ connected devices
  • Tech Stack: React, TypeScript, Python, Flask, PostgreSQL

Core Values & Vision

  • Innovation-First: Constantly pushing the boundaries of AI applications in HR tech
  • Data-Driven: Building solutions that transform subjective processes into objective insights
  • Global Perspective: Bringing international experience and cultural awareness to technology
  • Ethical AI: Developing responsible AI that reduces bias and improves fairness in hiring

Let's Connect

I'm always excited to discuss the future of AI in recruitment, share insights about building ML-powered SaaS platforms, or explore collaboration opportunities. Whether you're working on cutting-edge AI research, building the next generation of HR tech, or scaling intelligent systems, let's connect!

My Skills


πŸ“ˆ Activity Statistics

No activity tracked

Pinned Loading

  1. boilerplate-research-ai boilerplate-research-ai Public template

    Boiletplate to start ai project

    Python 1

  2. ai_research ai_research Public

    This GitHub repo showcases my AI skills with computer vision and reinforcement learning projects. Detailed documentation and code provided.

    Jupyter Notebook 12

  3. streamlit-annotation-tools streamlit-annotation-tools Public

    Streamlit Annotation Tools is a Streamlit component that gives you access to various annotation tools (labeling, highlighting, etc.) for text data.

    TypeScript 97 9

  4. boilerplate-ml-pipeline boilerplate-ml-pipeline Public

    A modular and scalable machine learning pipeline system, showcasing integration with BERT and the Rotten Tomatoes dataset. Designed for flexibility, reproducibility, and end-to-end workflow managem…

    Python 2